=== Clustering stats for training data === kMeans ====== Number of iterations: 4 Within cluster sum of squared errors: 92064.05684129967 Initial starting points (random): Cluster 0: 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Cluster 1: 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Missing values globally replaced with mean/mode Final cluster centroids: Cluster# Attribute Full Data 0 1 (40.0) (25.0) (15.0) ============================================================== 1007_s_at 10.8252 10.9003 10.6999 1053_at 7.3141 7.4922 7.0171 117_at 6.7897 6.7157 6.9131 121_at 9.3174 9.2741 9.3896 1255_g_at 4.4368 4.4014 4.4957 1294_at 8.2986 8.1904 8.4791 1316_at 6.1627 6.1506 6.1829 1320_at 5.6167 5.5627 5.7067 1405_i_at 8.7814 8.8888 8.6025 1431_at 4.7901 4.6422 5.0366 1438_at 7.0198 6.9628 7.1147 1487_at 8.1039 8.0342 8.22 1494_f_at 7.3824 7.28 7.553 1552256_a_at 7.1539 7.0743 7.2865 1552257_a_at 8.6787 8.7141 8.6197 1552258_at 6.849 6.7784 6.9667 1552261_at 6.0287 5.9883 6.0959 1552263_at 6.742 6.6699 6.862 1552264_a_at 6.5899 6.5543 6.6492 1552266_at 4.6777 4.5851 4.832 1552269_at 5.1273 5.0365 5.2786 1552271_at 6.4199 6.3431 6.5478 1552272_a_at 6.0219 5.9934 6.0693 1552274_at 6.5072 6.4072 6.6739 1552275_s_at 5.8052 5.7198 5.9476 1552276_a_at 6.4338 6.3606 6.5559 1552277_a_at 7.5061 7.659 7.2514 1552278_a_at 6.1711 6.1115 6.2705 1552279_a_at 7.208 7.1124 7.3673 1552280_at 6.3337 6.1755 6.5972 1552281_at 8.5375 8.4649 8.6586 1552283_s_at 5.9686 6.0004 5.9155 1552286_at 7.2632 7.344 7.1286 1552287_s_at 7.2541 7.3834 7.0385 1552288_at 4.42 4.3925 4.466 1552289_a_at 6.1863 6.1077 6.3173 1552291_at 6.3198 6.5352 5.9609 1552293_at 4.6544 4.5566 4.8176 1552295_a_at 7.8254 7.7267 7.9899 1552296_at 4.47 4.396 4.5933 1552299_at 6.1802 6.1897 6.1642 1552301_a_at 6.4692 6.3873 6.6057 1552302_at 4.8502 4.7873 4.9552 1552303_a_at 5.4678 5.4442 5.5072 1552304_at 5.9947 6.1827 5.6815 1552306_at 5.8438 6.0673 5.4714 1552307_a_at 7.079 6.9563 7.2834 1552309_a_at 6.1207 6.3401 5.755 1552310_at 7.0794 7.2485 6.7976 1552311_a_at 6.4015 6.3304 6.5199 1552312_a_at 5.4113 5.5408 5.1954 1552314_a_at 4.666 4.6765 4.6485 1552315_at 7.1358 7.0367 7.3011 1552316_a_at 6.6088 6.4418 6.8871 1552318_at 5.4217 5.3541 5.5345 1552319_a_at 5.0484 4.9501 5.2122 1552320_a_at 4.231 4.0604 4.5153 1552321_a_at 4.1475 3.9085 4.5457 1552322_at 4.1355 4.1606 4.0937 1552323_s_at 6.2008 6.2831 6.0635 1552325_at 3.8137 3.6032 4.1646 1552326_a_at 7.1416 6.8251 7.6691 1552327_at 5.2862 5.294 5.273 1552329_at 5.827 5.9949 5.5472 1552330_at 4.5653 4.5884 4.5267 1552332_at 7.6082 7.5061 7.7785 1552334_at 5.5545 5.5762 5.5184 1552335_at 7.6675 7.6642 7.673 1552337_s_at 5.714 5.5979 5.9075 1552338_at 5.9087 5.8243 6.0493 1552340_at 6.2188 6.1536 6.3276 1552343_s_at 6.9666 7.0612 6.8089 1552344_s_at 6.2948 6.4676 6.007 1552347_at 6.3736 6.5 6.163 1552348_at 7.9456 7.8533 8.0995 1552349_a_at 5.3355 5.1869 5.5832 1552354_at 6.45 6.2413 6.7979 1552355_s_at 6.578 6.497 6.713 1552359_at 3.9139 3.8662 3.9932 1552360_a_at 4.8204 4.8327 4.8001 1552362_a_at 7.3596 7.4327 7.2378 1552364_s_at 6.1469 6.1082 6.2116 1552365_at 4.7077 4.2732 5.4319 1552367_a_at 4.4844 4.3481 4.7116 1552368_at 4.2162 4.1634 4.3042 1552370_at 6.3664 6.3498 6.394 1552372_at 3.1679 3.1606 3.1801 1552373_s_at 3.7499 3.7417 3.7637 1552375_at 6.1093 6.0169 6.2634 1552377_s_at 8.894 8.9054 8.8751 1552378_s_at 5.6085 5.6486 5.5418 1552379_at 3.2413 3.241 3.2417 1552381_at 3.8304 3.7849 3.9064 1552383_at 6.4061 6.2211 6.7144 1552384_a_at 5.6869 5.6079 5.8185 1552386_at 6.0581 5.7001 6.6549 1552388_at 6.4393 6.4126 6.4839 1552389_at 3.8105 3.7074 3.9824 1552390_a_at 4.577 4.3335 4.9829 1552391_at 3.7633 3.6768 3.9073 1552393_at 3.4756 3.4673 3.4894 1552394_a_at 3.7003 3.675 3.7425 1552395_at 8.5299 8.4867 8.6019 1552396_at 5.6832 5.5994 5.823 1552398_a_at 4.3455 4.3089 4.4066 1552399_a_at 4.2501 4.2046 4.3261 1552400_a_at 5.7799 5.7257 5.8701 1552401_a_at 4.2125 4.1617 4.2972 1552402_at 4.5229 4.4603 4.6273 1552405_at 6.2382 6.1616 6.366 1552408_at 4.4146 4.348 4.5256 1552409_a_at 7.7823 7.7256 7.8767 1552410_at 7.0734 6.9957 7.2028 1552411_at 9.1132 9.0521 9.215 1552412_a_at 4.7713 4.7479 4.8102 1552414_at 5.2778 5.1651 5.4656 1552415_a_at 6.6433 6.5916 6.7293 1552417_a_at 6.1253 6.6206 5.3 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